Semester | Subjects |
---|---|
Semester 1 | Introduction to Data Science, Mathematics for Data Science, Programming Fundamentals, English Communication, Environmental Studies |
Semester 2 | Statistics for Data Science, Python Programming, Database Management Systems, Organizational Behavior, Digital Electronics |
Semester 3 | Data Structures and Algorithms, Machine Learning Basics, Web Technologies, Operating Systems, Soft Skills |
Semester 4 | Advanced Machine Learning, Big Data Analytics, Cloud Computing, Professional Ethics, Elective I |
Semester 5 | Data Visualization, Deep Learning, Internet of Things (IoT), Project Work I, Elective II |
Semester 6 | Capstone Project, Industry Internship, Elective III, Elective IV |
Important Topics of BCA in Data Science |
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Introduction to Data Science |
Programming for Data Science |
Mathematics for Data Science |
Statistics for Data Science |
Data Structures and Algorithms |
Database Management Systems |
Data Mining and Data Warehousing |
Machine Learning |
Big Data Analytics |
Data Visualization |
Cloud Computing for Data Science |
Artificial Intelligence |
Deep Learning |
Natural Language Processing |
Business Intelligence |
Capstone Project |
Internship in Data Science |